The aroma of freshly baked bread filled the bakery. Yet, the air was thick with tension. We were both finalists in the regional baking competition. Our signature breads were now side by side on the judge’s table. They looked identical. Mine. His. The same crust, the same crumb, the same intricate scoring patterns.

I felt a wave of dizziness wash over me. My hands started to sweat. I had spent countless hours perfecting my recipe, my technique. Now, standing here, it felt like all that work had been erased. He was staring at me, his eyes wide, his expression a mixture of disbelief and dismay.

He didn't speak. He just shook his head slowly. The judges were whispering, and the crowd was murmuring. The world seemed to tilt on its axis.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219